Applied Machine Learning Courses
Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.
Popular Applied Machine Learning Courses and Certifications
Skills you'll gain: Performance Analysis, Marketing Planning, Marketing Strategies, Strategic Marketing, Global Marketing, Performance Improvement, Product Marketing, Market Analysis, Product Strategy, Case Studies, Marketing, Competitive Analysis, Brand Marketing, Strategic Planning, Business Strategy, Market Opportunities, Logistics
Universidad de los Andes
Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Data Literacy, Statistical Methods, Data Analysis, Statistics, Regression Analysis, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Probability & Statistics, Probability Distribution, Applied Mathematics, Statistical Inference, Analytical Skills, Correlation Analysis
Skills you'll gain: Adobe Premiere, Video Production, Video Editing, Motion Graphics, Post-Production, Visual Storytelling, Photo/Video Production and Technology, Videography, Graphic Design, Design Elements And Principles, Editing, Graphic and Visual Design Software, Graphical Tools, Image Analysis, Color Matching, Content Creation, Music, Graphic and Visual Design, Fine-tuning
Skills you'll gain: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Amazon Bedrock, Prompt Engineering, AWS SageMaker, Generative Model Architectures, Artificial Intelligence, Data Ethics, AI Enablement, Prompt Patterns, Application Deployment, AI Integrations, AI literacy, Large Language Modeling, Model Training, Amazon Web Services
Vanderbilt University
Skills you'll gain: Claude Code, Anthropic Claude, Multimodal Prompts, Prompt Engineering, Prompt Patterns, Generative AI Agents, AI Orchestration, Context Engineering, Code Reusability, AI Workflows, Software Development, Generative AI, Software Quality Assurance, Software Development Life Cycle, Automation, Artificial Intelligence, Software Architecture, Software Testing, Software Design, Software Development Methodologies
Skills you'll gain: AI Enablement, AI Product Strategy, Business Technologies, Complex Problem Solving, Competitive Intelligence, Artificial Intelligence, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML), Case Studies, AI literacy, AI Integrations, Technology Strategies, Emerging Technologies, Automation, Responsible AI, B2B Sales, Computer Hardware
Skills you'll gain: Risk Control
Johns Hopkins University
Skills you'll gain: Health Promotion, Behavioral Health, Health Education, Public Health, Public Health and Disease Prevention, Applied Behavior Analysis, Health Policy, Community Health, Culture, Social Sciences, Program Evaluation, Learning Theory, Human Learning
Skills you'll gain: Applicant Tracking Systems, Professional Development, Graphic Design, Keyword Research, Content Optimization, Business Writing, Recruitment, Data Visualization
Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Prompt Patterns, AI Workflows, Generative Model Architectures, Fine-tuning, Model Deployment, Token Optimization, AI Integrations, Applied Machine Learning, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Memory Management, Object Oriented Programming (OOP), Context Management, API Testing, Document Management, AI literacy, Model Optimization
Skills you'll gain: Ledgers (Accounting), Bookkeeping, Cash Flows, Financial Accounting, Financial Statement Analysis, Financial Reporting, Financial Statements, Small Business Accounting, Cash Management, Financial Analysis, Accounting, General Accounting, Accounting Records, Balancing (Ledger/Billing), Reconciliation, Standard Accounting Practices, Balance Sheet, Income Statement, General Ledger, Profit and Loss (P&L) Management
Skills you'll gain: Risk Analysis, Risk Management, Risk Management Framework, Project Risk Management, Root Cause Analysis, Risk Mitigation, Risk Appetite, Business Risk Management, Enterprise Risk Management (ERM), Contingency Planning, Risk Control, Risk Modeling, Continuous Monitoring, Governance Risk Management and Compliance, Project Management Institute (PMI) Methodology, Performance Analysis, Agile Methodology, Business Continuity Planning, Threat Management, Business Continuity
In summary, here are 10 of our most popular applied machine learning courses
- Master Marketing Case Study: Analyze, Evaluate & Implement:Â EDUCBA
- Fundamentos de estadÃstica aplicada:Â Universidad de los Andes
- Apply Professional Video Editing Workflows in Premiere Pro:Â EDUCBA
- AWS Certified AI Practitioner (AIF-C01):Â Pearson
- Claude Code: Software Engineering with Generative AI Agents:Â Vanderbilt University
- Intel® AI Fundamentals: Intel
- Advanced Credit Risk Modeling - IT Sector:Â EDUCBA
- Diagnosing Health Behaviors for Global Health Programs:Â Johns Hopkins University
- Build a Professional Resume using Canva:Â Coursera
- AI & LLM Engineering Mastery - GenAI, RAG Complete Guide:Â Packt
